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A Low-Noise-Level Heart Sound System Based on Novel Thorax-Integration Head Design and Wavelet Denoising Algorithm

机译:基于新型胸积分头设计和小波去噪算法的低噪声心音系统

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摘要

Along with the great performance in diagnosing cardiovascular diseases, current stethoscopes perform unsatisfactorily in controlling undesired noise caused by the surrounding environment and detector operation. In this case, a low-noise-level heart sound system was designed to inhibit noise by a novel thorax-integration head with a flexible electric film. A hardware filter bank and wavelet-based algorithm were employed to enhance the recorded heart sounds from the system. In the experiments, we used the new system and the 3M™ Littmann® Model 3200 Electronic Stethoscope separately to record heart sounds in different noisy environments. The results illustrated that the average estimated noise ratio represented 21.26% and the lowest represented only 12.47% compared to the 3M stethoscope, demonstrating the better performance in denoising ability of this system than state-of-the-art equipment. Furthermore, based on the heart sounds recorded with this system, some diagnosis results were achieved from an expert and compared to echocardiography reports. The diagnoses were correct except for two uncertain items, which greatly confirmed the fact that this system could reserve complete pathological information in the end.
机译:除了在诊断心血管疾病方面的出色表现外,当前的听诊器在控制由周围环境和检测器操作引起的不希望有的噪声方面也不能令人满意地发挥作用。在这种情况下,设计了一种低噪声水平的心音系统,以通过带有柔性电子膜的新型胸部积分头来抑制噪声。采用了硬件滤波器组和基于小波的算法来增强系统记录的心音。在实验中,我们分别使用了新系统和3M™Littmann®3200型电子听诊器来记录不同嘈杂环境中的心音。结果表明,与3M听诊器相比,估计的平均噪声比为21.26%,最低的噪声比仅为12.47%,这表明该系统的去噪能力比最先进的设备更好。此外,基于此系统记录的心音,专家获得了一些诊断结果,并将其与超声心动图报告进行了比较。除两个不确定的项目外,诊断是正确的,这极大地证实了该系统最终可以保留完整病理信息的事实。

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